Ectoderm development

pathway activity — cross-omics
GO:0007398Cross-omicsPROTEIN-MS → RNACellPairwise association · TCGA cohorts

Across TCGA cell cohorts, RNA activity of the Ectoderm development pathway is significantly associated with the RNA expression of multiple genes, with the SOFT_TISSUE cohort showing a particularly strong set of associations.

The most reproducible pathway-associated genes across cancer lineages are ITGA6, DSE, and MFAP3L, each associated with the pathway in up to 7 cancer types. Since the analysis shows associations rather than directional relationships, both pathway-to-partner and partner-to-pathway views are reported.

Each partner is linked to its corresponding Q-omics profile. The scatter plot shows the strongest association, Ectoderm development activity versus ITGA6 in SOFT_TISSUE (Pearson r = 0.95).

Pathway-associated genes by consensus

Ranked by combined sampling and lineage consensus. X-score (pathway→partner) and Y-score (partner→pathway) are standardized regression coefficients; both directions are reported because the association is undirected. The reported p-values are derived from the association test.
LineagePartner geneX-scoreY-scorep(X)p(Y)Sampling consensusLineage consensus
SOFT_TISSUEITGA6 →+4.680+2.226.001.00227
SKINDSE →+3.433+2.137.005.00235
SKINMFAP3L →-1.896-1.456.003.00834
BREASTCACFD1 →-1.691-2.078.002<.00134
LUNG_NSCLC_LUSCSMAD9 →-2.313-2.154.004<.00134
SKING3BP2 →-1.169-1.997.002<.00134
Each partner links to its Q-omics profile. Showing the 6 strongest associations by consensus.

GO:0007398 vs ITGA6 — SOFT_TISSUE

Per-sample scatter of Ectoderm development activity vs ITGA6 in SOFT_TISSUE.

Explore this scatter interactively →

Exploration